Pub Date : 2017-03-01DOI: 10.1109/ICSCN.2017.8085657
S. V. vasantha Rani, R. Thangam
The design of PWM/PFM controller for SMPS is explained in this paper. An application concerning logic controller to manage is given. controller used here is Pulse frequency modulation (PFM)and pulse width modulation(PWM). In general for light load pulse width modulated buck converter operates with high efficiency since it has less switching losses, for heavy load operation pulse frequency modulation buck converter operates with less losses. Discontinuous conduction mode of pulse frequency modulated buck converter is considered in this paper for its concert in an application connecting a source with unstable voltage conditions with a load which requires constant voltage. Here, the pulses are apply to the semiconductor MOSFET control in step down converter is ended at some point and released at some point depending upon the load and threshold values of output voltage of the converter.
{"title":"Comparative analysis of PWM/PFM controlled SMPS using Matlab Simulink","authors":"S. V. vasantha Rani, R. Thangam","doi":"10.1109/ICSCN.2017.8085657","DOIUrl":"https://doi.org/10.1109/ICSCN.2017.8085657","url":null,"abstract":"The design of PWM/PFM controller for SMPS is explained in this paper. An application concerning logic controller to manage is given. controller used here is Pulse frequency modulation (PFM)and pulse width modulation(PWM). In general for light load pulse width modulated buck converter operates with high efficiency since it has less switching losses, for heavy load operation pulse frequency modulation buck converter operates with less losses. Discontinuous conduction mode of pulse frequency modulated buck converter is considered in this paper for its concert in an application connecting a source with unstable voltage conditions with a load which requires constant voltage. Here, the pulses are apply to the semiconductor MOSFET control in step down converter is ended at some point and released at some point depending upon the load and threshold values of output voltage of the converter.","PeriodicalId":383458,"journal":{"name":"2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125463743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2017-03-01DOI: 10.1109/ICSCN.2017.8085721
A. Priyadharshini, P. Bhuvaneswari
Adoption of traditional Handover (HO) procedure in LTE-A HetNet degrades HO performance when compared to the Homogeneous Network. To overcome this, triggering of HO procedure need to be executed in time which is achieved by properly configuring the HO control parameters taking into account the Environmental, Network and User Equipment (UE) characteristics. From the literature survey made, it is found that combined impact of all the control parameters on HO procedure have not been investigated. Hence in this work, an attempt has been made to investigate the combined impact of the control parameters such as Hysteresis Margin, A3Offset, Cell-Specific Offsets and Time-To-Trigger involved in HetNet environment of Macro-Pico deployment. The dependency of these control parameter configuration on HO performance with respect to Inter-Site Distance (ISD) between the base stations, Offloading benefits and UEs with random movement are investigated.
{"title":"Interdependency analysis of angle of UE movement and inter-site-distance on configuration of handover control parameter in LTE-A HetNets","authors":"A. Priyadharshini, P. Bhuvaneswari","doi":"10.1109/ICSCN.2017.8085721","DOIUrl":"https://doi.org/10.1109/ICSCN.2017.8085721","url":null,"abstract":"Adoption of traditional Handover (HO) procedure in LTE-A HetNet degrades HO performance when compared to the Homogeneous Network. To overcome this, triggering of HO procedure need to be executed in time which is achieved by properly configuring the HO control parameters taking into account the Environmental, Network and User Equipment (UE) characteristics. From the literature survey made, it is found that combined impact of all the control parameters on HO procedure have not been investigated. Hence in this work, an attempt has been made to investigate the combined impact of the control parameters such as Hysteresis Margin, A3Offset, Cell-Specific Offsets and Time-To-Trigger involved in HetNet environment of Macro-Pico deployment. The dependency of these control parameter configuration on HO performance with respect to Inter-Site Distance (ISD) between the base stations, Offloading benefits and UEs with random movement are investigated.","PeriodicalId":383458,"journal":{"name":"2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115508127","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2017-03-01DOI: 10.1109/ICSCN.2017.8085665
A. Taneja, S. Vishal, V. Mahesh, B. Geethanjali
Mental stress is a serious problem experienced by college students which often leads to a decline in academic performance, limited social life, alcoholism and drug abuse. Conventional treatments for coping with mental stress hinge on the affected individual's interaction with a psychiatrist/social support group or indulging in relaxing activities. Virtual Reality therapy (VRT) is an upcoming technique for mental stress treatment, which confines the interaction of the user with a Virtual Environment (VE). In this study, we segregate the participants into two test groups-Control and Stressed. Each participant is induced with stress by means of the Color STROOP task. Then the participant is subjected to a VR-based stress therapy that includes an Island environment, a forest environment and calming instrumental music. Effectiveness of the therapy is assessed using the participant's task performances before and after VRT along with the Positive And Negative Affect Schedule (PANAS) [1] questionnaire.
{"title":"Virtual reality based neuro-rehabilitation for mental stress reduction","authors":"A. Taneja, S. Vishal, V. Mahesh, B. Geethanjali","doi":"10.1109/ICSCN.2017.8085665","DOIUrl":"https://doi.org/10.1109/ICSCN.2017.8085665","url":null,"abstract":"Mental stress is a serious problem experienced by college students which often leads to a decline in academic performance, limited social life, alcoholism and drug abuse. Conventional treatments for coping with mental stress hinge on the affected individual's interaction with a psychiatrist/social support group or indulging in relaxing activities. Virtual Reality therapy (VRT) is an upcoming technique for mental stress treatment, which confines the interaction of the user with a Virtual Environment (VE). In this study, we segregate the participants into two test groups-Control and Stressed. Each participant is induced with stress by means of the Color STROOP task. Then the participant is subjected to a VR-based stress therapy that includes an Island environment, a forest environment and calming instrumental music. Effectiveness of the therapy is assessed using the participant's task performances before and after VRT along with the Positive And Negative Affect Schedule (PANAS) [1] questionnaire.","PeriodicalId":383458,"journal":{"name":"2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122891257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2017-03-01DOI: 10.1109/ICSCN.2017.8085730
G. Irene, A. Rajesh
In this paper, a ultra wide band (UWB) multiple input multiple output (MIMO) antenna has been proposed with high isolation and low correlation, which is capable of rejecting IEEE 802.11ac communications (5.1–5.95 GHz). To obtain high isolation, the antenna elements are placed orthogonal to each other. A T-shaped slot is etched in the monopole to improve the wideband characteristics and also to improve the isolation. The proposed antenna covers the frequency range from 3.1 to 8.6 GHz at −10 dB with a bandwidth of 5.5 GHz. The fractional bandwidth obtained is 94%. The isolation obtained is greater than 17 dB. The envelope correlation coefficient of the proposed dual port UWB MIMO antenna is 60% better than the antennas reported in literature.
{"title":"Design of orthogonal dual port UWB MIMO antenna with IEEE 802.11ac band notch characteristic","authors":"G. Irene, A. Rajesh","doi":"10.1109/ICSCN.2017.8085730","DOIUrl":"https://doi.org/10.1109/ICSCN.2017.8085730","url":null,"abstract":"In this paper, a ultra wide band (UWB) multiple input multiple output (MIMO) antenna has been proposed with high isolation and low correlation, which is capable of rejecting IEEE 802.11ac communications (5.1–5.95 GHz). To obtain high isolation, the antenna elements are placed orthogonal to each other. A T-shaped slot is etched in the monopole to improve the wideband characteristics and also to improve the isolation. The proposed antenna covers the frequency range from 3.1 to 8.6 GHz at −10 dB with a bandwidth of 5.5 GHz. The fractional bandwidth obtained is 94%. The isolation obtained is greater than 17 dB. The envelope correlation coefficient of the proposed dual port UWB MIMO antenna is 60% better than the antennas reported in literature.","PeriodicalId":383458,"journal":{"name":"2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128347224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2017-03-01DOI: 10.1109/ICSCN.2017.8085652
K. Vijayalakshmi, A. Leema
Web Application Security is a serious issue like network security and it cannot be neglected. In the last few decades the world have seen an unprecedented period of technological growth and information access. Unfortunately, along with the technological growth the threats have also increased and the awareness and readiness to deal with them have not kept pace. According to the latest revision of OWASP on July 15, 2016, the top most three web attacks are Injection, Broken authentication and session management, XSS Attacks i.e., Cross-site scripting attacks. Cross-site scripting attacks are a leading online threat. The aim of this attack is to exploit vulnerabilities in the websites which the victim visits. By compromising legitimate websites with malicious content that can capture keystrokes and record user's login information and password. If the login information and password are captured, then the personal data could be compromised. Cross-Site Scripting is the most common attack that allows the attacker to insert a malevolent code in a web page which is then used to affect the visitors of the browser and then the inserted code steals the sensitive information automatically and embezzles the delicate information. In order to prevent the XSS attack, many solutions have been suggested and most of them used are the filters that cleans the malicious input. But many of these filters do not provide prevention to the emerging attacks. Inspired by this attack, the paper proposes and implements an approach based on Extenuating Web Vulnerability with a detection and protection mechanism for a secure web access. This defending mechanism is an effective solution for extenuating web vulnerability for a secure web access.
{"title":"Extenuating web vulnerability with a detection and protection mechanism for a secure web access","authors":"K. Vijayalakshmi, A. Leema","doi":"10.1109/ICSCN.2017.8085652","DOIUrl":"https://doi.org/10.1109/ICSCN.2017.8085652","url":null,"abstract":"Web Application Security is a serious issue like network security and it cannot be neglected. In the last few decades the world have seen an unprecedented period of technological growth and information access. Unfortunately, along with the technological growth the threats have also increased and the awareness and readiness to deal with them have not kept pace. According to the latest revision of OWASP on July 15, 2016, the top most three web attacks are Injection, Broken authentication and session management, XSS Attacks i.e., Cross-site scripting attacks. Cross-site scripting attacks are a leading online threat. The aim of this attack is to exploit vulnerabilities in the websites which the victim visits. By compromising legitimate websites with malicious content that can capture keystrokes and record user's login information and password. If the login information and password are captured, then the personal data could be compromised. Cross-Site Scripting is the most common attack that allows the attacker to insert a malevolent code in a web page which is then used to affect the visitors of the browser and then the inserted code steals the sensitive information automatically and embezzles the delicate information. In order to prevent the XSS attack, many solutions have been suggested and most of them used are the filters that cleans the malicious input. But many of these filters do not provide prevention to the emerging attacks. Inspired by this attack, the paper proposes and implements an approach based on Extenuating Web Vulnerability with a detection and protection mechanism for a secure web access. This defending mechanism is an effective solution for extenuating web vulnerability for a secure web access.","PeriodicalId":383458,"journal":{"name":"2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130627540","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2017-03-01DOI: 10.1109/ICSCN.2017.8085740
V. A. Devi
This research paper describes the implementation of a prototype device for both Visual and Hearing impaired persons get information from Speech converting to Braille output. For this interaction device HM2007 IC is used. The input is by receiving the speech signal and to recognize the digits. Once the spoken digit has been recognized, the DSP processer will send the corresponding ASCII code to the PIC with necessary encoded information. The output of this system is a Braille Display. The PIC microcontroller takes the encoded input from the DSP, decodes it and sends the appropriate recognized Braille cell trough the Solenoid Driver. The entire system is implemented with receiving digits of the Tamil Thirukural as speech signal and the output of the digits is tested with the Tamil Thirukural embossing every letter with delay time.
{"title":"Conversion of speech to Braille: Interaction device for visual and hearing impaired","authors":"V. A. Devi","doi":"10.1109/ICSCN.2017.8085740","DOIUrl":"https://doi.org/10.1109/ICSCN.2017.8085740","url":null,"abstract":"This research paper describes the implementation of a prototype device for both Visual and Hearing impaired persons get information from Speech converting to Braille output. For this interaction device HM2007 IC is used. The input is by receiving the speech signal and to recognize the digits. Once the spoken digit has been recognized, the DSP processer will send the corresponding ASCII code to the PIC with necessary encoded information. The output of this system is a Braille Display. The PIC microcontroller takes the encoded input from the DSP, decodes it and sends the appropriate recognized Braille cell trough the Solenoid Driver. The entire system is implemented with receiving digits of the Tamil Thirukural as speech signal and the output of the digits is tested with the Tamil Thirukural embossing every letter with delay time.","PeriodicalId":383458,"journal":{"name":"2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123881731","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2017-03-01DOI: 10.1109/ICSCN.2017.8085676
D. Suju, Hancy Jose
Elephant accidents have been an increasing phenomenon in recent years. To mitigate these casualties, we propose a system Flann Based Matcher and FLANN (Fast Approximate Nearest Neighbor Search Library) using image processing to monitor the path of elephant movements. This involves the following functionalities 1. Monitoring elephant movement over the track 2. Alerting the nearby railway station, the locomotive pilot and the forest range officer if any such movement is detected Monitoring involves elephant detection using image processing by applying the techniques of background subtraction and foreground enhancement. The result shows significant improvement in detecting and preventing elephant accidents compared to the existing system (without FLANN).
{"title":"FLANN: Fast approximate nearest neighbour search algorithm for elucidating human-wildlife conflicts in forest areas","authors":"D. Suju, Hancy Jose","doi":"10.1109/ICSCN.2017.8085676","DOIUrl":"https://doi.org/10.1109/ICSCN.2017.8085676","url":null,"abstract":"Elephant accidents have been an increasing phenomenon in recent years. To mitigate these casualties, we propose a system Flann Based Matcher and FLANN (Fast Approximate Nearest Neighbor Search Library) using image processing to monitor the path of elephant movements. This involves the following functionalities 1. Monitoring elephant movement over the track 2. Alerting the nearby railway station, the locomotive pilot and the forest range officer if any such movement is detected Monitoring involves elephant detection using image processing by applying the techniques of background subtraction and foreground enhancement. The result shows significant improvement in detecting and preventing elephant accidents compared to the existing system (without FLANN).","PeriodicalId":383458,"journal":{"name":"2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124519544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2017-03-01DOI: 10.1109/ICSCN.2017.8085683
A. Ramesh, A. Karpagam, M. Manikandan
This paper focus on enhancement of interpolation mechanism. Reconstruction of the high-resolutionimage is proposed using interpolation method for large and scalable Synthetic Aperture Radar (SAR). Image interpolation techniques are implemented in SAR imaging for enhancing Region of Interest. Block Region of Interest (B-ROI) technique is proposed for huge and adaptable image reproduction and it gives a successful standard to dividing, which portions the yield image into block in view of the ROI in the source image. Interpolation based on block region of interest reduces the computational complexity and the simulation results show that the interpolation quality is highly related to its inherent complexity. This paper is aimed to produce ROI image region without blur. Validation of interpolation techniques is observed through various parameter obtained from experimental simulation results on MATLAB.
{"title":"Enhancement of interpolation mechanism in large and scalable images","authors":"A. Ramesh, A. Karpagam, M. Manikandan","doi":"10.1109/ICSCN.2017.8085683","DOIUrl":"https://doi.org/10.1109/ICSCN.2017.8085683","url":null,"abstract":"This paper focus on enhancement of interpolation mechanism. Reconstruction of the high-resolutionimage is proposed using interpolation method for large and scalable Synthetic Aperture Radar (SAR). Image interpolation techniques are implemented in SAR imaging for enhancing Region of Interest. Block Region of Interest (B-ROI) technique is proposed for huge and adaptable image reproduction and it gives a successful standard to dividing, which portions the yield image into block in view of the ROI in the source image. Interpolation based on block region of interest reduces the computational complexity and the simulation results show that the interpolation quality is highly related to its inherent complexity. This paper is aimed to produce ROI image region without blur. Validation of interpolation techniques is observed through various parameter obtained from experimental simulation results on MATLAB.","PeriodicalId":383458,"journal":{"name":"2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127760380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2017-03-01DOI: 10.1109/ICSCN.2017.8085698
D. Saranyaraj, M. Manikandan
This paper expounds the cognitive Image processing techniques involved in medical images. There are several varieties of proliferative cancer that are being well-known by means of the researchers, which has now hit the tally to a hundred. Each and every cancer is unique of its sort to be famous alongside the signs. This paper specializes in the more than a few image processing algorithms involved in diagnosing the breast melanoma which is perilous cancer prompted in Women worldwide. The statistics for this gain knowledge of is taken from the International agency of research on cancer-World Health Organization and American cancer society. The benchmark of the present and prior study is shown to enhance the long run findings.
{"title":"Medical image processing to detect breast cancer — A cognitive-based investigation","authors":"D. Saranyaraj, M. Manikandan","doi":"10.1109/ICSCN.2017.8085698","DOIUrl":"https://doi.org/10.1109/ICSCN.2017.8085698","url":null,"abstract":"This paper expounds the cognitive Image processing techniques involved in medical images. There are several varieties of proliferative cancer that are being well-known by means of the researchers, which has now hit the tally to a hundred. Each and every cancer is unique of its sort to be famous alongside the signs. This paper specializes in the more than a few image processing algorithms involved in diagnosing the breast melanoma which is perilous cancer prompted in Women worldwide. The statistics for this gain knowledge of is taken from the International agency of research on cancer-World Health Organization and American cancer society. The benchmark of the present and prior study is shown to enhance the long run findings.","PeriodicalId":383458,"journal":{"name":"2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130196273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2017-03-01DOI: 10.1109/ICSCN.2017.8085671
M. Deepan Raj, V. S. Kumar
This papers deals with an advanced and effective approach for testing system, by utilizing the hardware-in-the-loop (HIL) with the vision based machine learning technique to make end to end automation in the feature diagnosis and validation of automotive instrument clusters. Recently, numerous HIL systems are in practice for simulating the vehicle networks in real time, by providing necessary signals based on the test cases. There are many approaches to tap the signal from the instrument cluster before it gets displayed, and based on the test case the signal that is captured will be compared with the expected value. The current approaches deal only at the software level and fails in identifying the faults in the end display unit of cluster. The proposed method uses vision based machine learning system to monitor the cluster visually thereby identifying faults in cluster at the end product level. This approach greatly eases the task of testing for more number of units by making onerous repeated test without any human intervention, as the current testing method needs human approval for each and every test case which is tedious task to do.
{"title":"Vision based feature diagnosis for automobile instrument cluster using machine learning","authors":"M. Deepan Raj, V. S. Kumar","doi":"10.1109/ICSCN.2017.8085671","DOIUrl":"https://doi.org/10.1109/ICSCN.2017.8085671","url":null,"abstract":"This papers deals with an advanced and effective approach for testing system, by utilizing the hardware-in-the-loop (HIL) with the vision based machine learning technique to make end to end automation in the feature diagnosis and validation of automotive instrument clusters. Recently, numerous HIL systems are in practice for simulating the vehicle networks in real time, by providing necessary signals based on the test cases. There are many approaches to tap the signal from the instrument cluster before it gets displayed, and based on the test case the signal that is captured will be compared with the expected value. The current approaches deal only at the software level and fails in identifying the faults in the end display unit of cluster. The proposed method uses vision based machine learning system to monitor the cluster visually thereby identifying faults in cluster at the end product level. This approach greatly eases the task of testing for more number of units by making onerous repeated test without any human intervention, as the current testing method needs human approval for each and every test case which is tedious task to do.","PeriodicalId":383458,"journal":{"name":"2017 Fourth International Conference on Signal Processing, Communication and Networking (ICSCN)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134021451","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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